The Mediating Role of Sustainability in the Relationship Between Digital Innovation And Environmental Performance Improvement: An Applied Study in the Jordanian Industrial Sector
DOI:
https://doi.org/10.7160/aol.2026.180202How to Cite
Abstract
This study investigates how digital innovation (DI) enhances environmental-performance improvement (EPI) in the Jordanian industrial sector and whether this relationship is channelled through sustainability (SUS). A structured questionnaire was administered to managers in large and medium-sized manufacturing firms, and the data were analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM). The results show that DI exerts a significant positive effect on both SUS and EPI, while SUS itself has a direct positive impact on EPI; moreover, sustainability partially mediates the DI → EPI pathway, confirming that technological upgrades yield meaningful ecological gains only when embedded in explicit sustainability programmes. The model explains 44 % of the variance in SUS and 46.7 % in EPI, indicating substantial explanatory power. These findings underline the strategic necessity of integrating ESG principles into digital-transformation roadmaps: real-time data capture and analytics equip firms to anticipate environmental risks, while sustainability frameworks ensure that digital tools are harnessed toward long-term economic, social and environmental objectives. By coupling digital innovation with institution-wide sustainability initiatives, industrial organisations can achieve resource efficiency, bolster regulatory compliance and strengthen competitive advantage in increasingly eco-conscious marketsReferences
Al Shawabkeh, K. M. (2024) "The impact of strategic orientations on sustainable performance: The moderating role of business intelligence at Jordanian commercial banks", Journal of Intelligence Studies in Business, Vol. 14, No. 1, pp. 13-30. ISSN 2001-015X. DOI: https://doi.org/10.37380/jisib.v14.i1.2486
Hussain, S., Rasheed, A. and Rehman, S. U. (2024) "Driving sustainable growth: exploring the link between financial innovation, green finance and sustainability performance: banking evidence", Kybernetes, Vol. 53, No. 11, pp. 4678-4696. ISSN 0368-492X. DOI: https://doi.org/10.1108/K-05-2023-0918
AL-Khatib, A. W. and Ramayah, T. (2025) "Artificial intelligence-based dynamic capabilities and circular supply chain: Analyzing the potential indirect effect of frugal innovation in retailing firms", Business Strategy and the Environment, Vol. 34, No. 1, pp. 830-848. ISSN 0964-4733. DOI: https://doi.org/10.1002/bse.4018
Al-Oun, S. and Al-Khasawneh, Z. (2025) "Sustainable human resource management and career quality in public utilities: Evidence from Jordan’s electricity sector", Sustainability, Vol. 17, No. 11, p. 4866. ISSN 2071-1050. DOI: https://doi.org/10.3390/su17114866
Anser, M. K., Naeem, M., Ali, S. and Javid, R. (2025) "The relationship between artificial intelligence and environmental performance: The mediating role of external environmental factors", Humanities and Social Sciences Communications, Vol. 12, p. 909. ISSN 2662-9992. DOI: https://doi.org/10.1057/s41599-025-05199-8
Bai, C., Dallasega, P., Orzes, G. and Sarkis, J. (2020) "Industry 4.0 technologies assessment: A sustainability perspective", International Journal of Production Economics, Vol. 229, p. 107776. ISSN 0925-5273. DOI: https://doi.org/10.1016/j.ijpe.2020.107776
Bell, E., Bryman, A. and Harley, B. (2022) "Business research methods", 6th ed., Oxford, Oxford University Press. ISBN 978 0198869443. DOI: https://doi.org/10.1093/hebz/9780198869443.001.0001
Beltrami, M., Orzes, G., Sarkis, J. and Sartor, M. (2021) "Industry 4.0 and sustainability: Towards conceptualization and theory", Journal of Cleaner Production, Vol. 312, p. 127733. ISSN 0959-6526. DOI: https://doi.org/10.1016/j.jclepro.2021.127733
Buysse, K. and Verbeke, A. (2003) "Proactive environmental strategies: A stakeholder management perspective", Strategic Management Journal, Vol. 24, No. 5, pp. 453-470. ISSN 0143-2095. DOI: https://doi.org/10.1002/smj.299
Byrne, B. M. (2016) "Structural equation modeling with AMOS: Basic concepts, applications, and programming", 3rd ed., London, Routledge. ISBN 978 1138797031. DOI: https://doi.org/10.4324/9781315757421
Creswell, J. W. and Creswell, J. D. (2018) "Research design: Qualitative, quantitative, and mixed methods approaches", 5th ed., Thousand Oaks, SAGE Publications. ISBN978 1506386706.
Culot, G., Orzes, G., Sartor, M. and Nassimbeni, G. (2020) "The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0", Technological Forecasting and Social Change, Vol. 157, p. 120092. ISSN 0040-1625. DOI: https://doi.org/10.1016/j.techfore.2020.120092
de Sousa Jabbour, A. B. L., Jabbour, C. J. C., Foropon, C. and Godinho Filho, M. (2018) "When titans meet - Can Industry 4.0 revolutionise the environmentally-sustainable manufacturing wave?", Technological Forecasting and Social Change, Vol. 132, pp. 18-25. ISSN 0040-1625. DOI: https://doi.org/10.1016/j.techfore.2018.01.017
Dyllick, T. and Hockerts, K. (2002) "Corporate sustainability: Balancing economic, environmental, and social issues", Business Strategy and the Environment, Vol. 11, No. 2, pp. 130-141. ISSN 0964-4733.
Epstein, M. J. (2018) "Making sustainability work: Best practices in managing and measuring corporate social, environmental, and economic impacts", 2nd ed., London, Routledge. ISBN 978-1-60994-993-8. DOI: https://doi.org/10.4324/9781351280129
Fernando, Y., Chidambaram, R. R. and Wahyuni-TD, I. S. (2019) "The impact of Big Data analytics on sustainability practices and performance: Evidence from manufacturing sector", Journal of Cleaner Production, Vol. 209, pp. 974-984. ISSN 0959-6526. DOI: https://doi.org/10.2139/ssrn.436055
Feroz, A. K., Zo, H. and Chiravuri, A. (2021) "Digital transformation and environmental sustainability: A review and research agenda", Sustainability, Vol. 13, No. 3, p. 1530. ISSN 2071-1050. DOI: https://doi.org/10.3390/su13031530
Frank, A. G., Mendes, G. H., Ayala, N. F. and Ghezzi, A. (2019) "Servitization and Industry 4.0 convergence in the digital transformation of product firms", Technological Forecasting and Social Change, Vol. 141, pp. 341-351. ISSN 0040-1625. DOI: https://doi.org/10.1016/j.techfore.2019.01.014
Galpin, T. and Whittington, J. L. (2012) "Sustainability leadership: From strategy to results", Journal of Business Strategy, Vol. 33, No. 4, pp. 40-48. ISSN 0275-6668. DOI: https://doi.org/10.1108/02756661211242690
Ghobakhloo, M. (2020) "Industry 4.0, digitization, and opportunities for sustainability", Journal of Cleaner Production, Vol. 252, p. 119869. ISSN 0959-6526. DOI: https://doi.org/10.1016/j.jclepro.2019.119869
Hair, J. F., Page, M. and Brunsveld, N. (2022) "Essentials of business research methods", 5th ed., London, Routledge, ISBN 978 1032426280. DOI: https://doi.org/10.4324/9781003363569
Hair, J. F., Risher, J. J., Sarstedt, M. and Ringle, C. M. (2019) "When to use and how to report the results of PLS-SEM", European Business Review, Vol. 31, No. 1, pp. 2-24. ISSN 0955-534X. DOI: https://doi.org/10.1108/EBR-11-2018-0203
Hartmann, J. and Vachon, S. (2018) "Linking environmental management to environmental performance", Business Strategy and the Environment, Vol. 27, No. 3, pp. 359-374. ISSN 0964-4733. DOI: https://doi.org/10.1002/bse.2003
Chowdhury, T., Karim, R. A., Rabiul, M. K., Alam, M. U. and Karim, D. N. (2025) "Fostering sustainable environmental performance through green banking practices", Sustainability, Vol. 17, No. 8, Art. No. 3750. ISSN 2071-1050. DOI: https://doi.org/10.3390/su17083750
Jarsh, J. H. M. B. (2025) "The Future of Performance Management in the Shift from Annual Appraisals to Continuous Feedback", International Journal of Management and Marketing Intelligence, Vol. 2, No. 3, pp. 30-35. ISSN 3080-860X. DOI: https://doi.org/10.64251/ijmmi.71
Jabbour, C. J. C. and Santos, F. C. A. (2008) "The central role of human resource management in the search for sustainable organizations", The International Journal of Human Resource Management, Vol. 19, No. 12, pp. 2133-2154. ISSN 0958-5192. DOI: https://doi.org/10.1080/09585190802479389
Memon, M. A., Ramayah, T., Cheah, J. H., Ting, H., Chuah, F. and Cham, T. H. (2021) "PLS-SEM statistical programs: a review", Journal of Applied Structural Equation Modeling, Vol. 5, No. 1, pp. 1-14. ISSN 2590-4221. DOI: https://doi.org/10.47263/JASEM.5(1)06
Nambisan, S., Lyytinen, K., Majchrzak, A. and Song, M. (2017) "Digital innovation management: Reinventing innovation management research in a digital world", MIS Quarterly, Vol. 41, No. 1, pp. 223-238. ISSN 0276-7783. DOI: https://doi.org/10.25300/MISQ/2017/41:1.03
Ringle, C. M., Sarstedt, M., Mitchell, R. and Gudergan, S. P. (2020) "Partial least squares structural equation modeling in HRM research", The International Journal of Human Resource Management, Vol. 31, No. 12, pp. 1617-1643. ISSN 0958-5192. DOI: https://doi.org/10.1080/09585192.2017.1416655
Saunders, M., Lewis, P. and Thornhill, A. (2019) "Research methods for business students", 8th ed., Harlow, Pearson Education Limited. ISBN 13 978 1292208787.
Singh, S. K. and El-Kassar, A.-N. (2019) "Role of big data analytics in developing sustainable capabilities", Journal of Cleaner Production, Vol. 213, pp. 1264-1273. ISSN 0959-6526. DOI: https://doi.org/10.1016/j.jclepro.2018.12.199
Thapliyal, K., Gupta, C., Jindal, P. and Mishra, A. K. (2024) "Measuring the impact of green banking practices on banks’ environmental performance", Sustainable Environment, Vol. 31, pp. 23211-23226. E-ISSN 2765-8511 DOI: https://doi.org/10.1007/s43621-024-00678-5
Trivedi, A., Trivedi, V. and Satof, M. (2024) "The impact of strategic intelligence dimensions on environmental performance: Evidence from Dhofar Municipality, Oman", O. P. Jindal Global University Research Working Paper. [Online]. Available: https://pure.jgu.edu.in/8620/ [Accessed: Sept 20, 2025].
Tseng, M. L., Tan, R. R., Chiu, A. S. and Chien, C. F. (2020) "Circular economy meets Industry 4.0: Can big data drive industrial symbiosis?", Resources, Conservation and Recycling, Vol. 131, pp. 146-147. ISSN 0921-3449. DOI: https://doi.org/10.1016/j.resconrec.2017.12.028
Zhang, X., Wang, Z., Zhong, X., Yang, S. and Siddik, A. B. (2022) "Do green banking activities improve the banks’ environmental performance?", Sustainability, Vol. 14, No. 2, p. 989. ISSN 2071-1050. DOI: https://doi.org/10.3390/su14020989
Zikmund, W. G., Babin, B. J., Carr, J. C. and Griffin, M. (2021) "Business research methods", 10th ed., Boston, Cengage Learning. ISBN 13 978-1308486796.








